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未验证 提交 995a6376 编写于 作者: Y yaoxuefeng 提交者： GitHub
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add pslib SparseDoubleTable test=develop (#23053)

上级 3af47711
隐藏空白更改
内联 并排
Showing with 155 addition and 74 deletion
python/paddle/fluid/incubate/fleet/parameter_server/pslib/node.py
浏览文件 @ 995a6376
......@@ -81,25 +81,25 @@ class DownpourServer(Server):
'sparse_delete_after_unseen_days', 'sparse_show_click_decay_rate', 'sparse_delete_threshold', \
'sparse_converter', 'sparse_deconverter', 'sparse_enable_cache', 'sparse_cache_rate', \
'sparse_cache_file_num', 'sparse_beta1_decay_rate', 'sparse_beta2_decay_rate', \
'sparse_ada_epsilon', 'sparse_optimizer']
'sparse_ada_epsilon', 'sparse_optimizer', 'sparse_ssd_unseenday_threshold']
for key in strategy:
if key not in support_sparse_key_list:
raise ValueError("strategy key '%s' not support" % (key))
support_table_calss = ['DownpourSparseTable']
support_table_calss = ['DownpourSparseTable', 'DownpourSparseSSDTable']
if strategy.get('sparse_table_class') is not None:
table_class = strategy.get('sparse_table_class')
if table_class not in support_table_calss:
raise ValueError(
"support sparse_table_class: [ 'DownpourSparseTable' ], \
"support sparse_table_class: [ 'DownpourSparseTable', 'DownpourSparseSSDTable'], \
but actual %s" % (table_class))
else:
table_class = 'DownpourSparseTable'
table.table_class = table_class
if table_class == 'DownpourSparseTable':
if table_class == 'DownpourSparseTable' or table_class == 'DownpourSparseSSDTable':
table.enable_sparse_table_cache = strategy.get(
'sparse_enable_cache', True)
table.sparse_table_cache_rate = strategy.get('sparse_cache_rate',
......@@ -112,23 +112,25 @@ class DownpourServer(Server):
# DownpourFeatureValueAccessor: for ctr task, has cvm, embedding and sgd info
# DownpourCtrAccessor : for ctr task, has cvm, slot, embedding and sgd info
# DownpourSparseValueAccessor : for general task, has embedding and sgd info
# DownpourCtrDoubleAccessor : for ctr task, which show clk are in double
support_accessor_class = [
'DownpourFeatureValueAccessor', 'DownpourCtrAccessor',
'DownpourSparseValueAccessor'
'DownpourSparseValueAccessor', 'DownpourCtrDoubleAccessor'
]
if strategy.get('sparse_accessor_class') is not None:
accessor_class = strategy.get('sparse_accessor_class')
if accessor_class not in support_accessor_class:
raise ValueError(
"support sparse_accessor_class: ['DownpourFeatureValueAccessor', 'DownpourCtrAccessor'], \
"support sparse_accessor_class: ['DownpourFeatureValueAccessor', 'DownpourCtrAccessor', \
'DownpourSparseValueAccessor', 'DownpourCtrDoubleAccessor'], \
but actual %s" % (accessor_class))
else:
accessor_class = 'DownpourCtrAccessor'
table.accessor.accessor_class = accessor_class
if accessor_class == 'DownpourFeatureValueAccessor' or accessor_class == 'DownpourCtrAccessor':
if accessor_class == 'DownpourFeatureValueAccessor' or accessor_class == 'DownpourCtrAccessor' or accessor_class == 'DownpourCtrDoubleAccessor':
table.accessor.sparse_sgd_param.learning_rate = strategy.get(
'sparse_learning_rate', 0.05)
table.accessor.sparse_sgd_param.initial_g2sum = strategy.get(
......@@ -157,6 +159,8 @@ class DownpourServer(Server):
'sparse_delta_keep_days', 16)
table.accessor.downpour_accessor_param.delete_after_unseen_days = strategy.get(
'sparse_delete_after_unseen_days', 30)
table.accessor.downpour_accessor_param.ssd_unseenday_threshold = strategy.get(
'sparse_ssd_unseenday_threshold', 1)
table.accessor.downpour_accessor_param.show_click_decay_rate = strategy.get(
'sparse_show_click_decay_rate', 0.98)
table.accessor.downpour_accessor_param.delete_threshold = strategy.get(
......
python/paddle/fluid/incubate/fleet/parameter_server/pslib/ps_pb2.py
浏览文件 @ 995a6376
......@@ -32,7 +32,7 @@ DESCRIPTOR = _descriptor.FileDescriptor(
package='paddle',
syntax='proto2',
serialized_pb=_b(
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))
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
......@@ -49,8 +49,8 @@ _TABLETYPE = _descriptor.EnumDescriptor(
],
containing_type=None,
options=None,
serialized_start=4493,
serialized_end=4545, )
serialized_start=4679,
serialized_end=4731, )
_sym_db.RegisterEnumDescriptor(_TABLETYPE)
TableType = enum_type_wrapper.EnumTypeWrapper(_TABLETYPE)
......@@ -170,12 +170,18 @@ _PSCMDID = _descriptor.EnumDescriptor(
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_S2S_MSG', index=20, number=101, options=None, type=None),
name='PS_PRINT_TABLE_STAT',
index=20,
number=20,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='PS_S2S_MSG', index=21, number=101, options=None, type=None),
],
containing_type=None,
options=None,
serialized_start=4548,
serialized_end=5093, )
serialized_start=4734,
serialized_end=5304, )
_sym_db.RegisterEnumDescriptor(_PSCMDID)
PsCmdID = enum_type_wrapper.EnumTypeWrapper(_PSCMDID)
......@@ -201,6 +207,7 @@ PS_COPY_TABLE = 16
PS_COPY_TABLE_BY_FEASIGN = 17
PS_PULL_SPARSE_TABLE_WITH_DEPENDENCY = 18
PS_PUSH_SPARSE_TABLE_WITH_DEPENDENCY = 19
PS_PRINT_TABLE_STAT = 20
PS_S2S_MSG = 101
_FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
......@@ -216,8 +223,8 @@ _FSCLIENTPARAMETER_FSAPITYPE = _descriptor.EnumDescriptor(
],
containing_type=None,
options=None,
serialized_start=4461,
serialized_end=4491, )
serialized_start=4647,
serialized_end=4677, )
_sym_db.RegisterEnumDescriptor(_FSCLIENTPARAMETER_FSAPITYPE)
_PSPARAMETER = _descriptor.Descriptor(
......@@ -275,10 +282,26 @@ _PSPARAMETER = _descriptor.Descriptor(
is_extension=False,
extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='init_gflags',
full_name='paddle.PSParameter.init_gflags',
index=3,
number=4,
type=9,
cpp_type=9,
label=1,
has_default_value=True,
default_value=_b("").decode('utf-8'),
message_type=None,
enum_type=None,
containing_type=None,
is_extension=False,
extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='worker_param',
full_name='paddle.PSParameter.worker_param',
index=3,
index=4,
number=101,
type=11,
cpp_type=10,
......@@ -294,7 +317,7 @@ _PSPARAMETER = _descriptor.Descriptor(
_descriptor.FieldDescriptor(
name='server_param',
full_name='paddle.PSParameter.server_param',
index=4,
index=5,
number=102,
type=11,
cpp_type=10,
......@@ -310,7 +333,7 @@ _PSPARAMETER = _descriptor.Descriptor(
_descriptor.FieldDescriptor(
name='trainer_param',
full_name='paddle.PSParameter.trainer_param',
index=5,
index=6,
number=301,
type=11,
cpp_type=10,
......@@ -326,7 +349,7 @@ _PSPARAMETER = _descriptor.Descriptor(
_descriptor.FieldDescriptor(
name='fs_client_param',
full_name='paddle.PSParameter.fs_client_param',
index=6,
index=7,
number=501,
type=11,
cpp_type=10,
......@@ -349,7 +372,7 @@ _PSPARAMETER = _descriptor.Descriptor(
extension_ranges=[],
oneofs=[],
serialized_start=21,
serialized_end=307, )
serialized_end=330, )
_WORKERPARAMETER = _descriptor.Descriptor(
name='WorkerParameter',
......@@ -383,8 +406,8 @@ _WORKERPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=309,
serialized_end=390, )
serialized_start=332,
serialized_end=413, )
_SERVERPARAMETER = _descriptor.Descriptor(
name='ServerParameter',
......@@ -418,8 +441,8 @@ _SERVERPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=392,
serialized_end=473, )
serialized_start=415,
serialized_end=496, )
_DOWNPOURWORKERPARAMETER = _descriptor.Descriptor(
name='DownpourWorkerParameter',
......@@ -453,8 +476,8 @@ _DOWNPOURWORKERPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=475,
serialized_end=554, )
serialized_start=498,
serialized_end=577, )
_DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
name='DownpourTrainerParameter',
......@@ -568,8 +591,8 @@ _DOWNPOURTRAINERPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=557,
serialized_end=810, )
serialized_start=580,
serialized_end=833, )
_PROGRAMCONFIG = _descriptor.Descriptor(
name='ProgramConfig',
......@@ -667,8 +690,8 @@ _PROGRAMCONFIG = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=813,
serialized_end=966, )
serialized_start=836,
serialized_end=989, )
_DENSETABLEPARAMETER = _descriptor.Descriptor(
name='DenseTableParameter',
......@@ -750,8 +773,8 @@ _DENSETABLEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=968,
serialized_end=1091, )
serialized_start=991,
serialized_end=1114, )
_SPARSETABLEPARAMETER = _descriptor.Descriptor(
name='SparseTableParameter',
......@@ -849,8 +872,8 @@ _SPARSETABLEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1093,
serialized_end=1215, )
serialized_start=1116,
serialized_end=1238, )
_DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
name='DownpourServerParameter',
......@@ -900,8 +923,8 @@ _DOWNPOURSERVERPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1218,
serialized_end=1352, )
serialized_start=1241,
serialized_end=1375, )
_SERVERSERVICEPARAMETER = _descriptor.Descriptor(
name='ServerServiceParameter',
......@@ -999,8 +1022,8 @@ _SERVERSERVICEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1355,
serialized_end=1570, )
serialized_start=1378,
serialized_end=1593, )
_TABLEPARAMETER = _descriptor.Descriptor(
name='TableParameter',
......@@ -1162,8 +1185,8 @@ _TABLEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1573,
serialized_end=1893, )
serialized_start=1596,
serialized_end=1916, )
_TABLEACCESSORPARAMETER = _descriptor.Descriptor(
name='TableAccessorParameter',
......@@ -1316,6 +1339,38 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
is_extension=False,
extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='embed_sgd_param',
full_name='paddle.TableAccessorParameter.embed_sgd_param',
index=9,
number=10,
type=11,
cpp_type=10,
label=1,
has_default_value=False,
default_value=None,
message_type=None,
enum_type=None,
containing_type=None,
is_extension=False,
extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='embedx_sgd_param',
full_name='paddle.TableAccessorParameter.embedx_sgd_param',
index=10,
number=11,
type=11,
cpp_type=10,
label=1,
has_default_value=False,
default_value=None,
message_type=None,
enum_type=None,
containing_type=None,
is_extension=False,
extension_scope=None,
options=None),
],
extensions=[],
nested_types=[],
......@@ -1325,8 +1380,8 @@ _TABLEACCESSORPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=1896,
serialized_end=2346, )
serialized_start=1919,
serialized_end=2496, )
_DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
name='DownpourTableAccessorParameter',
......@@ -1463,6 +1518,22 @@ _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
is_extension=False,
extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='ssd_unseenday_threshold',
full_name='paddle.DownpourTableAccessorParameter.ssd_unseenday_threshold',
index=8,
number=9,
type=5,
cpp_type=1,
label=1,
has_default_value=True,
default_value=1,
message_type=None,
enum_type=None,
containing_type=None,
is_extension=False,
extension_scope=None,
options=None),
],
extensions=[],
nested_types=[],
......@@ -1472,8 +1543,8 @@ _DOWNPOURTABLEACCESSORPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2349,
serialized_end=2627, )
serialized_start=2499,
serialized_end=2813, )
_TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
name='TableAccessorSaveParameter',
......@@ -1539,8 +1610,8 @@ _TABLEACCESSORSAVEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2629,
serialized_end=2712, )
serialized_start=2815,
serialized_end=2898, )
_PSREQUESTMESSAGE = _descriptor.Descriptor(
name='PsRequestMessage',
......@@ -1638,8 +1709,8 @@ _PSREQUESTMESSAGE = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2714,
serialized_end=2815, )
serialized_start=2900,
serialized_end=3001, )
_SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
name='SparseSGDRuleParameter',
......@@ -1721,8 +1792,8 @@ _SPARSESGDRULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2818,
serialized_end=2951, )
serialized_start=3004,
serialized_end=3137, )
_SPARSECOMMONSGDRULEPARAMETER = _descriptor.Descriptor(
name='SparseCommonSGDRuleParameter',
......@@ -1804,8 +1875,8 @@ _SPARSECOMMONSGDRULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=2954,
serialized_end=3152, )
serialized_start=3140,
serialized_end=3338, )
_SPARSENAIVESGDRULEPARAMETER = _descriptor.Descriptor(
name='SparseNaiveSGDRuleParameter',
......@@ -1871,8 +1942,8 @@ _SPARSENAIVESGDRULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=3154,
serialized_end=3266, )
serialized_start=3340,
serialized_end=3452, )
_SPARSEADAGRADSGDRULEPARAMETER = _descriptor.Descriptor(
name='SparseAdagradSGDRuleParameter',
......@@ -1954,8 +2025,8 @@ _SPARSEADAGRADSGDRULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=3269,
serialized_end=3409, )
serialized_start=3455,
serialized_end=3595, )
_SPARSEADAMSGDPARAMETER = _descriptor.Descriptor(
name='SparseAdamSGDParameter',
......@@ -2069,8 +2140,8 @@ _SPARSEADAMSGDPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=3412,
serialized_end=3612, )
serialized_start=3598,
serialized_end=3798, )
_DENSESGDRULEPARAMETER = _descriptor.Descriptor(
name='DenseSGDRuleParameter',
......@@ -2168,8 +2239,8 @@ _DENSESGDRULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=3615,
serialized_end=3840, )
serialized_start=3801,
serialized_end=4026, )
_ADAMSGDPARAMETER = _descriptor.Descriptor(
name='AdamSGDParameter',
......@@ -2267,8 +2338,8 @@ _ADAMSGDPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=3843,
serialized_end=4015, )
serialized_start=4029,
serialized_end=4201, )
_NAIVESGDPARAMETER = _descriptor.Descriptor(
name='NaiveSGDParameter',
......@@ -2318,8 +2389,8 @@ _NAIVESGDPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=4017,
serialized_end=4091, )
serialized_start=4203,
serialized_end=4277, )
_SUMMARYSGDPARAMETER = _descriptor.Descriptor(
name='SummarySGDParameter',
......@@ -2353,8 +2424,8 @@ _SUMMARYSGDPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=4093,
serialized_end=4152, )
serialized_start=4279,
serialized_end=4338, )
_MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
name='MovingAverageRuleParameter',
......@@ -2388,8 +2459,8 @@ _MOVINGAVERAGERULEPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=4154,
serialized_end=4200, )
serialized_start=4340,
serialized_end=4386, )
_PSRESPONSEMESSAGE = _descriptor.Descriptor(
name='PsResponseMessage',
......@@ -2455,8 +2526,8 @@ _PSRESPONSEMESSAGE = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=4202,
serialized_end=4275, )
serialized_start=4388,
serialized_end=4461, )
_FSCLIENTPARAMETER = _descriptor.Descriptor(
name='FsClientParameter',
......@@ -2586,8 +2657,8 @@ _FSCLIENTPARAMETER = _descriptor.Descriptor(
syntax='proto2',
extension_ranges=[],
oneofs=[],
serialized_start=4278,
serialized_end=4491, )
serialized_start=4464,
serialized_end=4677, )
_PSPARAMETER.fields_by_name['worker_param'].message_type = _WORKERPARAMETER
_PSPARAMETER.fields_by_name['server_param'].message_type = _SERVERPARAMETER
......@@ -2623,6 +2694,10 @@ _TABLEACCESSORPARAMETER.fields_by_name[
'table_accessor_save_param'].message_type = _TABLEACCESSORSAVEPARAMETER
_TABLEACCESSORPARAMETER.fields_by_name[
'sparse_commonsgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
_TABLEACCESSORPARAMETER.fields_by_name[
'embed_sgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
_TABLEACCESSORPARAMETER.fields_by_name[
'embedx_sgd_param'].message_type = _SPARSECOMMONSGDRULEPARAMETER
_SPARSECOMMONSGDRULEPARAMETER.fields_by_name[
'naive'].message_type = _SPARSENAIVESGDRULEPARAMETER
_SPARSECOMMONSGDRULEPARAMETER.fields_by_name[
......@@ -2954,5 +3029,5 @@ _sym_db.RegisterMessage(FsClientParameter)
DESCRIPTOR.has_options = True
DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(),
_b('\200\001\001'))
_b('\200\001\001\370\001\001'))
# @@protoc_insertion_point(module_scope)
python/paddle/fluid/tests/unittests/test_downpoursgd.py
浏览文件 @ 995a6376
......@@ -26,7 +26,7 @@ import sys
from op_test import OpTest
from paddle.fluid.trainer_desc import DistMultiTrainer
from paddle.fluid.device_worker import DownpourSGD, DownpourSGDOPT
from paddle.fluid.incubate.fleet.parameter_server.pslib.node import DownpourWorker
from paddle.fluid.incubate.fleet.parameter_server.pslib.node import DownpourWorker, DownpourServer
from google.protobuf import text_format
import paddle.fluid.incubate.fleet.parameter_server.pslib.ps_pb2 as pslib
from paddle.fluid.trainer_factory import TrainerFactory
......@@ -91,6 +91,8 @@ class TestListenAndServOp(unittest.TestCase):
opt_info["dump_slot"] = False
opt_info["stat_var_names"] = []
worker = DownpourWorker(None)
server = DownpourServer()
server.add_sparse_table(0, {})
worker.get_desc().CopyFrom(ps_param.trainer_param[0])
opt_info["program_id_to_worker"] = {program_id: worker}
......
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